1. Visualization of prescriptive algorithm: provider dashboard prototype.
Visualization of prescriptive algorithm: provider dashboard prototype. This figure visualizes how the prescriptive algorithm can be used by providers for a single patient. A: Displays the algorithm’s treatment recommendation along with the predicted posttreatment HbA1c under that treatment. B: Depicts the mean, SD, and full distribution of posttreatment HbA1c outcomes for the most similar patient visits in the data set for each of the six regimens on this patient’s menu of options. In each subpanel in panel B, the posttreatment HbA1c level is on the horizontal axis, and the number of visits is on the vertical axis. The table in panel C presents basic information about the patient’s demographic and medical history. D: Depicts the history of diabetes progression and treatment for the patient, with date along the horizontal axis. The vertical axis of the top subpanel indicates various drug classes; the vertical axis of the bottom subpanel depicts HbA1c percentage.
Dimitris Bertsimas et al. Dia Care 2017;40:
©2017 by American Diabetes Association